@article{herohindsightenhancedreflectionfromenvir, title = {HERO: Hindsight-Enhanced Reflection from Environment Observations for Agentic Self-Distillation}, author = {Haoran Liu and Yuwei Zhang and Xiyao Li and Bohan Lyu and Jingbo Shang}, year = {2026}, eprint = {2606.11559}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.11559}, }